Figures reference

Fundamentals of Baysian Data Analysis, DataCamp course, Link

Scatter plot

Scatter plot with marginal histograms

Marginal histograms show something the original scatter plot cannot show obviously.

Scatter plot with marginal histograms - conditioned

When conditioned, it shows the correlation clearly.